认知和脑科学中的计算模型如何解释?
Cédric Brun1, Jan Pieter Konsman2, Thomas Polger3
1University of Bordeaux-Montaigne, Pessac, France.
The European journal of neuroscience
|January 28, 2025
概括
脑科学中的科学解释正在发生变化. 虽然机械解释是标准的,但计算解释正在获得引力,这对理解神经科学研究产生了影响.
科学领域:
- 科学哲学的科学哲学
- 认知神经科学 认知神经科学
- 计算神经科学是一种神经科学.
背景情况:
- 传统上,认知和脑科学中的科学解释主要集中在机械解释上.
- 最近人们对这些领域的计算解释越来越感兴趣.
- 计算和机械解释之间的关系正在争论中.
研究的目的:
- 检查脑科学中计算解释的现状.
- 为了比较机械和计算解释的解释.
- 澄清神经科学中科学解释的标准.
主要方法:
- 审查现有的关于科学解释的文献.
- 分析皮奇尼尼,米尔科夫斯基,曹,奇里穆塔和罗斯的计算账户.
- 将这些帐户与已建立的因果和机制解释标准进行比较.
主要成果:
- 神经科学中的许多计算解释与因果解释的标准一致.
- 然而,并非所有拟议的计算账户都符合这些标准.
- 这项研究强调了计算解释满足解释标准的不同程度.
结论:
- 将计算解释纳入神经科学需要仔细考虑其解释能力.
- 了解不同计算账户满足的标准对于解释它们的意义至关重要.
- 这项工作对科学哲学和神经科学实践有影响.
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